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DeepSeek Open Sources DeepSeek R1 LLM with Performance Comparable To OpenAI's O1 Model
arnetteh270186 edited this page 5 days ago
DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to improve reasoning capability. DeepSeek-R1 attains results on par with o1 design on several criteria, including MATH-500 and SWE-bench.
DeepSeek-R1 is based upon DeepSeek-V3, a mixture of specialists (MoE) design recently open-sourced by DeepSeek. This base model is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented version of RL. The research team likewise carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and released numerous versions of each